RAW Blog

Running agents in production

Cost, accuracy, observability, and security for teams shipping AI agents.

Attribute9 min read

How to track AI agent costs: gateways, tracing, and FinOps tools

Your provider invoice shows spend per API key, not per agent, customer, or step. A practical comparison of the three tool layers that fix that, and how to pick between them.

RAW Team•October 8, 2026

RAW usage dashboard with total spend, request metrics, and a daily spend chart

Optimise8 min read

How to cut LLM agent costs without hurting accuracy

Model routing, semantic caching, prompt compression, and better prompts: what each one saves, where it goes wrong, and how to test it before it reaches users.

RAW Team•October 1, 2026

RAW guardrails table listing content filters such as PII masking and prompt injection shield

Platform6 min read

The five jobs of an AI agent platform

Build, observe, optimise, attribute, secure. Why teams end up with five separate tools for one agent, and what changes when they share a single trace.

RAW Team•October 5, 2026

RAW usage view with top virtual keys, top model names, and spend by provider